The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 25, 2018

Filed:

Jan. 24, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Nadiya Kochura, Bolton, MA (US);

Vinodkumar Raghavan, Woburn, MA (US);

Donald H. Randall, Jr., Austin, TX (US);

Derek M. Reedy, Ayer, MA (US);

Timothy B. Snow, Westford, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 11/36 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06F 11/3696 (2013.01); G06F 11/3664 (2013.01); G06N 99/005 (2013.01);
Abstract

A mechanism is provided in a data processing system comprising at least one processor and at least one memory, the at least one memory comprising instructions executed by the at least one processor to cause the at least one processor to implement a user interface automation tool. The user interface automation tool executes a script to perform automation functions on user interface controls in a user interface of an application. Responsive to automation of a given user interface control failing, the user interface automation tool identifies a candidate user interface control that is the same as a user interface control expected in the script using a machine learning model. The user interface automation tool corrects the script to refer to the candidate user interface control to form a corrected script. The user interface automation tool performs a user interface function on the candidate user interface control according the corrected script.


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